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Über
Masimo is a company focused on developing next-generation health monitoring devices. They are seeking a Sr Engineer in AI & ML to design and create innovative measurement technologies and computational models for disease diagnosis and critical event prediction.
Responsibilities : • Design and develop AI and ML models to solve complex problems. • Develop new advanced algorithms using, machine learning techniques, deep learning models, digital signal processing techniques, optimization and numerical modeling in MATLAB, Python or similar software. • Responsible for algorithm design, development, implementation, testing, and documentation for Biomedical Signal Processing systems. • Design, train and evaluate machine learning models using large datasets in the cloud. • Prototype new ideas/technologies to create proof of concept and demos. • Contribute to the organization’s strong drive to be on the cutting edge of technology through the generation of patentable ideas. • Work with cross-functional teams in the R&D group, including hardware and software engineers. • Effectively communicate with engineering and marketing teams. • Design clinical studies to collect physiological data from human subjects, perform data collection and analysis of physiological data. • Carry out statistical analysis of clinical data. • Implement physiological parameter measurement algorithms on embedded systems. • Deliver high quality software design, documentation and implementation. • Performs other duties as assigned.
Qualifications : Required : • At least 3+ years of experience in AI/ML, statistical signal processing, and deep learning techniques, optimization methods, and numerical modeling. • Algorithm development experience using machine learning techniques such as regression, classification, clustering, etc., and deep learning techniques using neural networks, CNN, RNN, etc. • Expertise in data analysis and data mining. • Experience with machine learning libraries and modern frameworks such as PyTorch, Tensor flow, Keras, scikit-learn, etc. • Strong programming skills in MATLAB/Python/C/C++ and exposure to software engineering methods. • Familiarity with DSP architecture and embedded systems. • Exposure to DSP Programming. • Excellent conceptual, analytical, and problem-solving abilities. • Ability to excel in a fast-paced and dynamic work environment. • Excellent verbal and written communication skills. • M.S. or Ph.D. degree in Electrical Engineering, Biomedical Engineering, or a related field required.
Preferred : • Understanding of human physiology and exposure to designing clinical protocols are preferred. • Prior experience in application of AI/ML and signal processing techniques tools to bio-medical signals is a plus.
Company :
Masimo is a medical technology company that develops and manufactures noninvasive patient monitoring devices for healthcare settings. Founded in 1989, the company is headquartered in Irvine, USA, with a team of 1001-5000 employees. The company is currently Late Stage.
Sprachkenntnisse
- English
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